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APPLICATION OF FM^mlet TRANSFORM TO SIGNAL SEPARATION

APPLICATION OF FM^mlet TRANSFORM TO SIGNAL SEPARATION
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摘要 Since the multicomponent signal with nonlinear time-frequency structures occupies a wide frequency band, and the spectral contents may alias, it is therefore difficult to separate the signal components and to separate the signal from background noise. In this paper, a new signal separation method using FMmlet transform is proposed by taking the advantage that the atoms of FMmlet transform can match both the linear and nonlinear time-varying structures. Theoretical predictions and numerical experiments show the feasibility of the methodology advocated. Since the multicomponent signal with nonlinear time-frequency structures occupies a wide frequency band, and the spectral contents may alias, it is therefore difficult to separate the signal components and to separate the signal from Ijackground noise. In this paper, a new signal separation method using FMmlet transform is proposed by taking the advantage that the atoms of FMm let transform can match both the linear and nonlinear time-varying structures. Theoretical predictions and numerical experiments show the feasibility of the methodology advocated.
出处 《Journal of Electronics(China)》 2002年第2期133-138,共6页 电子科学学刊(英文版)
基金 Supported in part by the National Natural Science Foundation of China under Grant No.60172026
关键词 信号处理 信号分割 原子参数分解 匹配跟踪 FMmlet transform Parametric atomic decomposition Matching pursuit. Signal separation
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